Triple

T1786888
Position Surface form Disambiguated ID Type / Status
Subject RITMO (Bad Boys for Life) E39412 entity
Predicate writer P1360 FINISHED
Object Francesco Bontempi
Francesco Bontempi is an Italian music producer and songwriter best known for his work in the 1990s Eurodance scene, particularly with projects like Corona.
E296770 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Francesco Bontempi | Statement: [RITMO (Bad Boys for Life), writer, Francesco Bontempi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francesco Bontempi
Context triple: [RITMO (Bad Boys for Life), writer, Francesco Bontempi]
  • A. Francesco Barra
    Francesco Barra is an individual notable enough to be recognized as a significant bearer of the surname Barra.
  • B. Guido Crosetto
    Guido Crosetto is an Italian politician and businessman, co-founder of the national-conservative party Brothers of Italy and a prominent figure on the Italian right.
  • C. Bruno Giorgi
    Bruno Giorgi was a prominent Brazilian modernist sculptor known for his abstract public monuments and significant contributions to 20th-century Brazilian art.
  • D. Gabriele Rapagnetta
    Gabriele Rapagnetta, better known as Gabriele D'Annunzio, was a prominent Italian poet, playwright, and nationalist figure of the late 19th and early 20th centuries.
  • E. Enrico De Nicola
    Enrico De Nicola was an Italian jurist and politician who served as the first head of state of the Italian Republic after World War II.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Francesco Bontempi
Triple: [RITMO (Bad Boys for Life), writer, Francesco Bontempi]
Generated description
Francesco Bontempi is an Italian music producer and songwriter best known for his work in the 1990s Eurodance scene, particularly with projects like Corona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francesco Bontempi
Target entity description: Francesco Bontempi is an Italian music producer and songwriter best known for his work in the 1990s Eurodance scene, particularly with projects like Corona.
  • A. Francesco Barra
    Francesco Barra is an individual notable enough to be recognized as a significant bearer of the surname Barra.
  • B. Guido Crosetto
    Guido Crosetto is an Italian politician and businessman, co-founder of the national-conservative party Brothers of Italy and a prominent figure on the Italian right.
  • C. Bruno Giorgi
    Bruno Giorgi was a prominent Brazilian modernist sculptor known for his abstract public monuments and significant contributions to 20th-century Brazilian art.
  • D. Gabriele Rapagnetta
    Gabriele Rapagnetta, better known as Gabriele D'Annunzio, was a prominent Italian poet, playwright, and nationalist figure of the late 19th and early 20th centuries.
  • E. Enrico De Nicola
    Enrico De Nicola was an Italian jurist and politician who served as the first head of state of the Italian Republic after World War II.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa650ea238819093a15df6f9d73e2d completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc01252ec8190a14ff51151d8e69e completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0d32d5881908b80e0bfca5cd873 completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc133f8088190bd505db0d0d1d6f7 completed March 10, 2026, 6:59 a.m.
Created at: March 4, 2026, 7:32 p.m.